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102
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ACL
2006
15 years 2 months ago
Soft Syntactic Constraints for Word Alignment through Discriminative Training
Word alignment methods can gain valuable guidance by ensuring that their alignments maintain cohesion with respect to the phrases specified by a monolingual dependency tree. Howev...
Colin Cherry, Dekang Lin
100
Voted
ACL
2006
15 years 2 months ago
Constraint-Based Sentence Compression: An Integer Programming Approach
The ability to compress sentences while preserving their grammaticality and most of their meaning has recently received much attention. Our work views sentence compression as an o...
James Clarke, Mirella Lapata
98
Voted
ACL
2006
15 years 2 months ago
Partially Specified Signatures: A Vehicle for Grammar Modularity
This work provides the essential foundations for modular construction of (typed) unification grammars for natural languages. Much of the information in such grammars is encoded in...
Yael Cohen-Sygal, Shuly Wintner
103
Voted
ACL
2006
15 years 2 months ago
Direct Word Sense Matching for Lexical Substitution
This paper investigates conceptually and empirically the novel sense matching task, which requires to recognize whether the senses of two synonymous words match in context. We sug...
Ido Dagan, Oren Glickman, Alfio Massimiliano Glioz...
ACL
2006
15 years 2 months ago
Bayesian Query-Focused Summarization
We present BAYESUM (for "Bayesian summarization"), a model for sentence extraction in query-focused summarization. BAYESUM leverages the common case in which multiple do...
Hal Daumé III, Daniel Marcu